Software Engineering and Computer Systems, Part II

Name: Software Engineering and Computer Systems, Part II | Second International Conference ICSECS 2011, Kuantan, Pahang, Malaysia, June 27-29, 2011, Proceedings, Part II
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Second International Conference ICSECS 2011, Kuantan, Pahang, Malaysia, June 27-29, 2011, Proceedings, Part II

Jasni Mohamad Zain Wan Maseri Wan Mohd Eyas El-Qawasmeh(Editor)

Springer (Publisher)

Published on 28. June 2011

XVI, 744 pages

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978-3-642-22191-0 (ISBN)

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Content

Title Page
Preface
Organization
Table of Contents
Information and Data Management
A Mean Mutual Information Based Approach for Selecting Clustering Attribute
Introduction
Rough Set Theory
Analysis of Rough Set-Based Techniques
TR Technique
MMR Technique
MDA Technique
Limitations of Rough Set Based Techniques
Mean Mutual Information (MMI) Approach
Comparison Tests
Animal World Data Set in Hu [13]
The Student's Enrollment Qualifications in Herawan et al. [10]
Conclusion
References
A Soft Set Model on Information System and Its Application in Clustering Attribute Selection
Introduction
Preliminaries
A Soft Set Model on Equivalence Classes
Application of the Proposed Model in Clustering Attribute Selection
MDA Technique
An Algorithm Based on Soft Set (F1, E)
Experimental Results
Soybean Data Set
Zoo Data Set
Conclusions
References
Alternative Model for Extracting Multidimensional Data Based-On Comparative Dimension Reduction
Introduction
Related Work
Material and Method
Result
Discussion
Conclusion
References
Knowledge Taxonomy for Developing Organizational Memory System (OMS) for Public Institutions of Higher Learning (IHL) in Malaysia
Introduction
Theoretical Framework
Knowledge in Organization
Organizational Memory System (OMS)
IHL Scenario
Taxonomy
Methodology
Result and Discussion
Conclusions and Future Work
References
A Framework for Optimizing Malware Classification by Using Genetic Algorithm
Introduction
Malware Background
Motivation
Malware Avoidance Techniques
Classification Part
Malware Class
Machine Learning Classifier
Genetic Algorithm
Proposed Framework
Malware Sample
Virtual Environment
Knowledge Storage
Classifier
Class Operation
Conclusion
References
Building a Corpus-Derived Gazetteer for Named Entity Recognition
Introduction
Related Work
Corpus
Gazetteer Generation
Experimental Results
Conclusion
References
Fuzzy Goal Programming for Multi-level Multi-objective Problem: An Additive Model
Introduction
Preliminary Studies
Multi-level Multi-objective Decision Making Problem
Multi-objective Model Setting through a Fuzzy Random Regression Approach
The Fuzzy Goal Programming Approach to the Multi-level Decision-Making Problem
Objective Function
Achievement Function
Goal and Tolerance
Membership Function
Relative Importance
Fuzzy Goal Programming for the Multi-level Decision Problem: An Additive Model
An Illustrative Example
Discussions and Conclusions
References
Software Agents for E-Commerce Data Workflow Management
Introduction
Intelligent Software Agents
Agent Characterization
Mobile Software Agents
The Consumer Buying Behavior (CBB) Model of E-Commerce
The Proposed Framework
Requirement Phase
Mediation Phase
Determination Phase
Application Scenario
Conclusions and Future Works
References
Mining Opinions in User-Generated Contents to Improve Course Evaluation
Introduction
Related Work
Opinion Classification
Opinion Extraction
Experiments
Corpus
Preprocessing
Methods
Evaluation Metrics
Experimental Results
Conclusion
References
Rough Set Theory Approach for Classifying Multimedia Data
Introduction
Multimedia Data Management
Rough Set Theory
Classification Process for Multimedia Data Using Rough Set Theory
Conclusion
References
Application of Rasch Model in Validating the Content of Measurement Instrument for Blog Quality
Introduction
Rasch Measurement Method
Methodology
Results and Discussions
Conclusion and Future Work
References
Super Attribute Representative for Decision Attribute Selection
Introduction
Soft Set Theory
Super Attribute Representative (SAR)
Computational Complexity
Example
Experimental Resuts
Experiment 1 - Credit Card Promotion Dataset
Experiment 2 - Modified Animal Dataset
Conclusion
References
The Normal Parameter Value Reduction of Soft Sets and Its Algorithm
Introduction
Preliminaries
The Normal Parameter Value Reduction of Soft Sets
Definition of Normal Parameter Value Reduction of Soft Sets
Algorithm of Minimal Normal Parameter Value Reduction of Soft Sets
Example
Conclusion
References
Improving Language Identification of Web Page Using Optimum Profile
Introduction
Related Works
Method
Distance Measurement
Boolean Method
Optimum Profile
Experimental Results
Confusion Matrix of Web Page Language Identification
Accuracy of Web Page Language Identification
Conclusion
References
The Grounded Process of KMS Adoption: The Case Study of Knowledge Sharing and CoPs in Oil and Gas Industry in Malaysia
Introduction
Background on the Research Area
Theories Used in IT Adoption
Methodology
Results and Discussion
Demographic Findings
Grounded Process of KMS Adoption
Conclusion
References
File Integrity Monitor Scheduling Based on File Security Level Classification
Introduction
Related Work
Off-Line File Integrity Monitoring
On-Line File Integrity Monitoring
Multi Platform File Integrity Monitoring
Proposed System
System Architecture
File Classification Algorithm
Experiment Environment
Conclusion
References
A Convex Hull-Based Fuzzy Regression to Information Granules Problem - An Efficient Solution to Real-Time Data Analysis
Introductory Comments
Introduction of Granular Information
Genetically-Guided Clustering Algorithm (GA-FCM)
A Convex Hull-Based Regression: A Review
The Hybrid Combination of GA-FCM with Convex Hull-Based Regression Approach for Real-Time Regression
A Numerical Example
Concluding Remarks
References
Genetic Algorithm Approach to Path Planning for Intelligent Camera Control for Scientific Visualization
Introduction
Problem Statement
Objective
Design and Implementation
Path planning
B-Spline
Genetic Algorithm
Results
Conclusion and Observation
References
Software Risk Assessment: A Review on Small and Medium Software Projects
Introduction
The Review
Current Risk Assessments in SMSDP
Models Category
Methods Category
Analysis of SMSDP Risk Assessments
Analysis Based on Assessment Parameters
Level of Risk Awareness
Risk Assessment Decision Taking Types
Some of the Limitations
Conclusion and Future Directions
References
Building Knowledge Representation for Multiple Documents Using Semantic Skolem Indexing
Introduction
Literature Review
Semantic Skolem Index Creation
Experimental System Development
Experimental Result and Discussion
Conclusion
References
Synchronous Replication: Novel Strategy of Software Persistence Layer Supporting Heterogeneous System
Introduction
Background
Heterogeneous System
Persistence Layer
Transactions
Complete Flow Chart
Proposed PLSR Algorithm
Persistence Layer Algorithm
Connection String Algorithm
Lookup Service Algorithm
Utility Algorithm (Add Previous Record)
Utility Algorithm (Synchronize Data)
Notation of PLSR Algorithm
Result and Discussion
Conclusion
References
Preserving Data Replication Consistency through ROWA-MSTS
Introduction
Related Work
Concept of Replication
ROWA-MSTS
Existing Application Related to ROWA-MSTS
ROWA-MSTS Framework and Process Flow
Implementation and Result
Conclusion
References
Halal Product Price Indicator Portal: Promoting Malaysia's Local Halal SMEs
Introduction
Literature Review
Definition of Halal
Halal Business
Halal Certification in Malaysia and Its Benefits
Web Portal
Price Indicator Information System
Current Issues
Halal Product Price Indicator Portal Model
Benefits of the Portal
Challenges in Implementation
Concluding Remarks
References
Pattern for Structuring the Information System Architecture -Introducing an EA Framework for Organizing Tasks
Introduction
EA and SOA
Service Oriented Architecture (SOA)
Related Work
The Alignment of Business and IT Architectures
BAITS
BAITS in General
Business Service Architecture
Case Study (Part of BAITS to Help with Alignment)
Evaluation and Discussion
Conclusion
References
The Specifications of the Weakly Hard Real-Time Systems: A Review
Introduction
Related Work
Evaluation of the Strategy and the Criteria for Weakly Hard Real-Time Systems
Evaluation of the Result
Skip Factor, $s$
($m,k$)-Firm Deadlines
Weakly Hard Constraints
Discussion and Summary of Evaluation
Conclusion
References
Extracting Named Entities from Prophetic Narration Texts (Hadith)
Introduction
Related Works on Named Entity Extraction
Finite-State Transducers
Our Approach for Named Entity Extraction
Corpus of "Sahîh of Bukhari
Entity Extraction Task
Finite Transducer Model
Experiments and Results
Conclusion
References
Engineering
Security as a Service for User Customized Data Protection
Introduction
Related Studies
User Customized Data Protection Framework
Security as a Service
An Overview of Our Framework
Rule Repository
Program Conversion Service
Protection Policy
Usage Policy
An Example Scenario
Conclusion
References
Software Security
Centralizing Network Digital Evidences
Introduction
Research Methodology
Results and Analysis
Conclusion
References
Challenges and Opportunities in the Information Systems Security Evaluation and Position of ISO / IEC 15408
Presentation
Introduction
Security versus Safety
Comparison
What Is the Information Systems Security
Challenges
Complexity of the Security Concept
Challenges of Information System Evaluation and Product Warranty
Vulnerabilities and Defects1
Opportunities
Position of ISO/IEC 15408
Functional Requirements Paradigm
Security Function Components
CC Assurance2
Security Engineering
Basic Properties and Requirement to Obtained Security
Lateral and Complementary Requirement and Properties for Security
References
Computer Security Threats Towards the E-Learning System Assets
Introduction
Related Research
E-Learning Assets
Learning Resources
On-Line Assessment
Students' Results
User Profile
Forum Contents
Announcement
Students' Assignment
Methodology
Data Classification
STRIDE
Finding and Analysis
Learning Resources
On-Line Assessment
Students' Results
User Profile
Forum Contents
Students' Assignment
Announcement
Conclusion
References
User Acceptance for Extended Function Point Analysis in Software Security Costing
Introduction
Related Works
Software Security Characteristics Model
Validation of SSCM
Prototype
User Acceptance Models
Technology Acceptance Model
Method Evaluation Model
ISO/IEC 14143-3
Adaptation of User Acceptance Models
Experiment Construct
Selection of Subjects
Software Specification Requirements
Experiment Treatments
Results and Discussion
Conclusion
References
Analyzing Framework for Alternate Execution of Workflows for Different Types of Intrusion Threats
Introduction
Background
Framework for Alternate Execution of Workflows
Categorization of Types of Threats
Analysis of the Framework w.r.t. Types of Threats
Outcomes and Recommendations Based on the Findings
Conclusion and Future Work
References
Taxonomy of C Overflow Vulnerabilities Attack
Introduction
Previous Works
Taxonomy of C Overflow Vulnerabilities Attack
Unsafe Functions
Array Out-of-bound
Integer Range / Overflow
Return-into-libc
Memory Function
Function Pointer / Pointer Aliasing
Variable Type Conversion
Pointer Scaling / Mixing
Uninitialized Variable
Null Termination
Summary of Taxonomy on C Code Overflow Vulnerabilities Attack
Conclusion
Future Work
References
A Secure Storage Model to Preserve Evidence in Network Forensics
Introduction
Related Works
Secure Storage Model for Network Evidence
General Architecture
Key Components
Conclusions
References
Attack Intention Analysis Model for Network Forensics
Introduction
Related Works
Attack Intention Process Model
Experimental Results and Analysis
Conclusions and Future Work
References
Formal Verification for Interaction Protocol in Agent-Based E-Learning System Using Model Checking Toolkit - MCMAS
Introduction
Background Study
Fundamental Components for Formal Verification
Formal Verification
Model Checking
Temporal Logics
MCMAS - Model Checker Multi-Agent System Toolkit
Results and Discussion
Conclusion
References
A New Stream Cipher Using Natural Numbers Based on Conventional Encryption Techniques: MINNSC
Introduction
MINNSC- Proposed Stream Cipher
Multiplicative Group of Non-zero Divisors
MINNSC Algorithm
MINNSC with Feedback System for Avalanche Effect
Cryptanalysis of MINNSC
Cipher Text Only Attack
Known Plain Text Attack
Chosen Plain Text Attack
Differential Cryptanalysis
Related Key Cryptanalysis
Analysis of MINNSC
Frequency Analysis of MINNSC
Exhaustive Key Search for MINNSC
Conclusion
References
Remote User Authentication Scheme with Hardware-Based Attestation
Introduction
Secure Remote Password (SRP) Protocol
TPM Based Remote Attestation
Our Contribution
Outline
Related Works
Proposed Solution
Protocol Description
Security Analysis
Integrity Verification
Impersonation Attack
Stolen Verifier Attack
Insider Attack
Identity Protection
Discussion
Conclusion
References
Graphics and Multimedia
Optimal Camera Placement for 3D Environment
Introduction
Related Works
Methodology
Result and Discussion
Conclusions
References
Databases
XRecursive: AStorage Method for XML Document Based on Relational Database
Introduction
Related Works
The Proposed Method
XML Document
The Tree Structure Representation of XML Document
XRecursive Structure
Algorithm
The Analysis of Experiment
Conclusion
References
Enhancement Algorithms for SQL-Based Chatbot
Introduction
Proposed Algorithms for Chatbots Issues
Extension and Prerequisite for Response's Relation
OMAMC for Matching Precedence and Flexibility
Significance of Results and Contributions
Conclusion
References
An Alternative Measure for Mining Weighted Least Association Rule and Its Framework
Introduction
Related Work
Proposed Method
Definition
Algorithm Development
The Model/Framework
Framework Comparison
A Dataset from [19]
Comparison Tests
Retail Dataset from [20]
Mushroom Dataset From [20]
Conclusion
References
Mining Interesting Association Rules of Student Suffering Mathematics Anxiety
Introduction
Related Works
Essential Rudiments
Association Rules (ARs)
Correlation Analysis
FP-Growth
The Proposed Method
Algorithm Development
Weight Assignment
Scenario on Capturing Rules
Dataset
Design
The Results
Conclusion
References
Methodology for Measuring the Quality of Education Using Fuzzy Logic
Introduction
Measurement of Quality
How to Measure the Quality of Education
Fuzzy Logic
Methodology
Equations
Results
Conclusions
References
Rough Set Theory for Feature Ranking of Traditional Malay Musical Instruments Sounds Dataset
Introduction
Rough Set Theory
Information System
Indiscernibility Relation
Set Approximations
Dependency of Attributes
Reducts and Core
The Modeling Process
Data Acquisition, Sound Editing, Data Representation and Feature Extraction
Data Discretization
Data Cleansing Using Rough Set
The Proposed Technique
Results and Discussion
The Best $k$ Value for Discretization Is Determined
Irrelevant Features Is Eliminated
Finding the Best Features
Conclusion
References
Pi-Sigma Neural Network for Temperature Forecasting in Batu Pahat
Introduction
Model Description
Multilayer Perceptron
Pi-Sigma Neural Network
Data Description
Evaluation of Model Performances
Training of the Artificial Neural Network
Results and Discussions
Conclusion
References
Revisiting Protocol for Privacy Preserving Sharing Distributed Data: A Review with Recent Results
Introduction
Motivation
Related Work
Preliminaries
Vertical vs. Horizontal Distribution
Security Multi-Party Computation
Two Models
Public-Key Cryptosystems (Asymmetric Ciphers)
Statement of the Problem
Basket Market Application
Cost of Data Breach
Conclusion
References
Algorithms
The Performance of Compound Enhancement Algorithm on Abnormality Detection Analysis of Intra-oral Dental Radiograph Images
Introduction
Research Backgound
Material and Method
Material
Method
Result
Discussion
Conclusion and Future Works
References
Performance Study of Two-Dimensional Orthogonal Systolic Array
Introduction
Background
Methodology
Perl Scripting Language
Two-Dimensional Orthogonal Systolic Array
Implementation Details
Result
Conclusion
References
Similarity Approach on Fuzzy Soft Set Based Numerical Data Classification
Introduction
Soft Set Theory
Definition of Soft Set
Definition of Fuzzy Soft Sets
Fuzzy Soft Set Based Decision Making
Similarity between Two Soft Sets
Classification Based on Soft Sets Theory
Soft Sets Classifier Based on Decision Making Problems
Soft Sets Classifier Based on Similarity between Two Fuzzy Soft Sets
Classifier Evaluation
Experimental Results
Data Set
Results and Discussion
Conclusion
References
An Empirical Study of Density and Distribution Functions for Ant Swarm Optimized Rough Reducts
Introduction
Rough Sets-Based Attribute Reduction
Ant Swarm Optimization Algorithms
Particle Swarm Optimization (PSO)
Ant Colony Optimization (ACO)
Probability Density and Cumulative Distribution Functions
Ant Swarm Optimization for Rough Reducts (ASORR)
Representation of Position and Velocity
Representation of PDF and CDF in ACO
Experimental Result
Conclusion
References
The UTLEA: Uniformization of Non-uniform Iteration Spaces in Three-Level Perfect Nested Loops Using an Evolutionary Algorithm
Introduction
The Problem
Background
Dependence Analysis
Dependence Cone and Dependence Cone Size
Evolutionary Algorithm Overview
Related Works
The UTLEA Method
Coding
Objective and Fitness Function
Selection Operator
Crossover Operator
Mutation Operator
Evaluation and Experimental Results
Experimental Results
Comparison with Other Methods
Conclusion and Future Works
References
A Discrete Event Simulation for Utility Accrual Scheduling in Uniprocessor Environment
Introduction
Problem Statement
Objective
A Discrete Event Simulation Framework
TUF Model
Scheduling Algorithm Component
Experimental Settings
Result and Conclusion
References
Engineering Design Analysis Using Evolutionary Grammars with Kano's Model to Refine Product Design Strategies
Introduction
Related Work
Development of the Framework with the Kano's Reference Models
Interactive Evolutionary Grammar Based Design Framework
Mapping Kano's Attribute Curves to the Nonlinear Time Dependent Product Design Analysis Results to form Kano's Reference Models
Comparison Analysis of Kano's Reference Models
Implementation
Interpretation of Kano's Reference Models to Refine Product Development Strategies
Comparison with Basic Reference Model
Comparison with Performance Reference Model
Comparison with Exciting Reference Model
Conclusion
References
Applications of Interval-Valued Intuitionistic Fuzzy Soft Sets in a Decision Making Problem
Introduction
Basic Notions
Applications of Interval-Valued Intuitionistic Fuzzy Soft Set in a Decision Making Problem
Interval-Valued Intuitionistic Fuzzy Soft Sets Based Algorithm to Solve Fuzzy Decision Making Problems
Normal Parameter Reduction of Interval-Valued Intuitionistic Fuzzy Soft Sets
Example
Conclusion
References
Elasticity Study: DBrain Project Grid-Cloud Integration
Introduction
Grid-Cloud Integration
Grid Middleware
Cloud Technology
Grid vs. Cloud
Cloud Elasticity
Elasticity and Performance
Metric Indicator
Conclusions
References
Embedded Backups for Link Failure Recovery in Shortest Path Trees
Introduction
Algorithm
Step I-Calculating Shortest Path from All Vertices to Destination
Step II-Finding Alternate Best Route at Every Vertex
Working Example
Step I
Step II
Discussion and Analysis
Time Complexity
Conclusion
References
Managing Differentiated Services in Upstream EPON
Introduction
Related Work
Methodology
Performance Evaluation
Conclusion
References
Real-Time Volume Shadow Using Stencil Buffer
Introduction
Silhouette Algorithms
Triangular Algorithm
Visible-Non Visible Algorithm
Stencil Buffer
Using Visible-Non Visible Algorithm to Create Volume Shadow Using Stencil Buffer
Results
Conclusion
References
Highest Response Ratio Next (HRRN) vs First Come First Served (FCFS) Scheduling Algorithm in Grid Environment
Introduction
Related Works
The Model
Implementation
Results and Discussion
Conclusion and Future Works
References
Reduced Support Vector Machine Based on k-Mode Clustering for Classification Large Categorical Dataset
Introduction
Reduced Support Vector Machine (RSVM)
Fundamental Concept
Review of RSVM
RSVM Based on k-Mode Clustering
$K$-Mode Clustering
KMO-RSVM
Experiments and Results
Conclusions and Discussion
References
Signal Processings
Fractal Analysis of Surface Electromyography (EMG) Signal for Identify Hand Movements Using Critical Exponent Analysis
Introduction
Materials and Methods
Experiments and Data Acquisition
Critical Exponent Analysis Method
Root Mean Square Method
Evaluation Functions
Results and Discussion
Conclusion
References
Robust Eye Movement Recognition Using EOG Signal for Human-Computer Interface
Introduction
Materials and Methods
Experiments and Data Acquisition
Eye Movement Detecting Algorithm
Results and Discussion
Conclusion
References
Recognizing Patterns of Music Signals to Songs Classification Using Modified AIS-Based Classifier
Introduction
Background of Research
AIS-Based Music Genre Classification Framework
Music Features Extraction
Music Feature Selection
Music Genre Classification
Experimental Results
Conclusions
References
Author Index

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Software Engineering and Computer Systems, Part II

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